We construct local-level statistical indicators of corruption based on the number of reported crimes, on citizens … and we examine the impact that the presence of corruption, as measured by these indicators, has on personnel selection and … areas with higher levels of our corruption indicators. This effect is mainly observed among managers and highly qualified …